ERROR: Failed building wheel for llama-cpp-python Failed to build llama-cpp-python ERROR: Could not build wheels for llama-cpp-python which use PEP 517 and cannot be installed directly

Open ArmsNorton opened this issue 11 months ago • 3 comments

ERROR: Failed building wheel for llama-cpp-python
Failed to build llama-cpp-python
ERROR: Could not build wheels for llama-cpp-python which use PEP 517 and cannot be installed directly```

it returns an error when loading. all requirements have been downloaded. the main components of vs code are installed. cuda 12.8. my pyton 3.10. windows 11

Feb 26 '25 00:02 ArmsNorton

I've just successfully installed it! Here's the information for your reference.

PowerShell ：

$env:CUDA_TOOLKIT_ROOT_DIR="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.6" $env:CMAKE_GENERATOR_PLATFORM="x64" $env:FORCE_CMAKE="1" $env:CMAKE_ARGS="-DGGML_CUDA=ON -DCMAKE_CUDA_ARCHITECTURES=89" pip install llama-cpp-python --no-cache-dir --force-reinstall --upgrade

(base) PS C:\Users\Administrator\source\repos> conda activate CUDA126-py312 (CUDA126-py312) PS C:\Users\Administrator\source\repos> $env:CUDA_TOOLKIT_ROOT_DIR="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.6" (CUDA126-py312) PS C:\Users\Administrator\source\repos> $env:CMAKE_GENERATOR_PLATFORM="x64" (CUDA126-py312) PS C:\Users\Administrator\source\repos> $env:FORCE_CMAKE="1" (CUDA126-py312) PS C:\Users\Administrator\source\repos> $env:CMAKE_ARGS="-DGGML_CUDA=ON -DCMAKE_CUDA_ARCHITECTURES=89" (CUDA126-py312) PS C:\Users\Administrator\source\repos> pip install llama-cpp-python --no-cache-dir --force-reinstall --upgrade Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple/, http://mirrors.aliyun.com/pypi/simple/ Collecting llama-cpp-python Downloading http://mirrors.aliyun.com/pypi/packages/a6/38/7a47b1fb1d83eaddd86ca8ddaf20f141cbc019faf7b425283d8e5ef710e5/llama_cpp_python-0.3.7.tar.gz (66.7 MB) ---------------------------------------- 66.7/66.7 MB 22.7 MB/s eta 0:00:00 Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting typing-extensions>=4.5.0 (from llama-cpp-python) Downloading http://mirrors.aliyun.com/pypi/packages/26/9f/ad63fc0248c5379346306f8668cda6e2e2e9c95e01216d2b8ffd9ff037d0/typing_extensions-4.12.2-py3-none-any.whl (37 kB) Collecting numpy>=1.20.0 (from llama-cpp-python) Downloading http://mirrors.aliyun.com/pypi/packages/42/6e/55580a538116d16ae7c9aa17d4edd56e83f42126cb1dfe7a684da7925d2c/numpy-2.2.3-cp312-cp312-win_amd64.whl (12.6 MB) ---------------------------------------- 12.6/12.6 MB 23.3 MB/s eta 0:00:00 Collecting diskcache>=5.6.1 (from llama-cpp-python) Downloading http://mirrors.aliyun.com/pypi/packages/3f/27/4570e78fc0bf5ea0ca45eb1de3818a23787af9b390c0b0a0033a1b8236f9/diskcache-5.6.3-py3-none-any.whl (45 kB) Collecting jinja2>=2.11.3 (from llama-cpp-python) Downloading http://mirrors.aliyun.com/pypi/packages/bd/0f/2ba5fbcd631e3e88689309dbe978c5769e883e4b84ebfe7da30b43275c5a/jinja2-3.1.5-py3-none-any.whl (134 kB) Collecting MarkupSafe>=2.0 (from jinja2>=2.11.3->llama-cpp-python) Downloading http://mirrors.aliyun.com/pypi/packages/c1/80/a61f99dc3a936413c3ee4e1eecac96c0da5ed07ad56fd975f1a9da5bc630/MarkupSafe-3.0.2-cp312-cp312-win_amd64.whl (15 kB) Building wheels for collected packages: llama-cpp-python Building wheel for llama-cpp-python (pyproject.toml) ... done Created wheel for llama-cpp-python: filename=llama_cpp_python-0.3.7-cp312-cp312-win_amd64.whl size=93613512 sha256=cd98aae040b2dbcc1f4653370900de27455ef65275d08543da81c53c31138a1a Stored in directory: C:\Users\Administrator\AppData\Local\Temp\pip-ephem-wheel-cache-9usio9a1\wheels\ec\61\fc\cee068315610d77f6a99c0032a74e4c8cb21c1d6e281b45bb5 Successfully built llama-cpp-python Installing collected packages: typing-extensions, numpy, MarkupSafe, diskcache, jinja2, llama-cpp-python Successfully installed MarkupSafe-3.0.2 diskcache-5.6.3 jinja2-3.1.5 llama-cpp-python-0.3.7 numpy-2.2.3 typing-extensions-4.12.2 (CUDA126-py312) PS C:\Users\Administrator\source\repos>

Feb 26 '25 14:02 dw5189

I was working on this project: https://github.com/0Xiaohei0/LocalAIVtuber?tab=readme-ov-file

it still gives an error PowerShell ：

$env:CUDA_TOOLKIT_ROOT_DIR="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.8" $env:CMAKE_GENERATOR_PLATFORM="x64" $env:FORCE_CMAKE="1" $env:CMAKE_ARGS="-DGGML_CUDA=ON -DCMAKE_CUDA_ARCHITECTURES=89" pip install llama-cpp-python --force-reinstall --no-cache-dir --verbose --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/124

*** CMake build failed Building wheel for llama-cpp-python (PEP 517) ... error ERROR: Failed building wheel for llama-cpp-python Failed to build llama-cpp-python ERROR: Could not build wheels for llama-cpp-python which use PEP 517 and cannot be installed directly Exception information: Traceback (most recent call last): File "C:\Programm\Python\Python310\lib\site-packages\pip_internal\cli\base_command.py", line 224, in _main status = self.run(options, args) File "C:\Programm\Python\Python310\lib\site-packages\pip_internal\cli\req_command.py", line 180, in wrapper return func(self, options, args) File "C:\Programm\Python\Python310\lib\site-packages\pip_internal\commands\install.py", line 361, in run raise InstallationError( pip._internal.exceptions.InstallationError: Could not build wheels for llama-cpp-python which use PEP 517 and cannot be installed directly 2 location(s) to search for versions of pip:

https://pypi.org/simple/pip/
https://abetlen.github.io/llama-cpp-python/whl/124/pip/ Fetching project page and analyzing links: https://pypi.org/simple/pip/ Getting page https://pypi.org/simple/pip/ Found index url https://pypi.org/simple Starting new HTTPS connection (1): pypi.org:443 https://pypi.org:443 "GET /simple/pip/ HTTP/1.1" 200 30129 Found link https://files.pythonhosted.org/packages/3d/9d/1e313763bdfb6a48977b65829c6ce2a43eaae29ea2f907c8bbef024a7219/pip-0.2.tar.gz#sha256=88bb8d029e1bf4acd0e04d300104b7440086f94cc1ce1c5c3c31e3293aee1f81 (from https://pypi.org/simple/pip/), version: 0.2 Found link https://files.pythonhosted.org/packages/18/ad/c0fe6cdfe1643a19ef027c7168572dac6283b80a384ddf21b75b921877da/pip-0.2.1.tar.gz#sha256=83522005c1266cc2de97e65072ff7554ac0f30ad369c3b02ff3a764b962048da (from https://pypi.org/simple/pip/), version: 0.2.1 Found link 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You should consider upgrading via the 'C:\Programm\Python\Python310\python.exe -m pip install --upgrade pip' command. Removed build tracker: 'C:\Users\rodwa\AppData\Local\Temp\pip-req-tracker-bm_4r_be'

Feb 26 '25 20:02 ArmsNorton

类似这样做：

"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6\extras\visual_studio_integration\MSBuildExtensions\CUDA 12.6.props" "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6\extras\visual_studio_integration\MSBuildExtensions\CUDA 12.6.targets" "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6\extras\visual_studio_integration\MSBuildExtensions\CUDA 12.6.xml" "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6\extras\visual_studio_integration\MSBuildExtensions\Nvda.Build.CudaTasks.v12.6.dll"

cory to :

"C:\Program Files\Microsoft Visual Studio\2022\Professional\MSBuild\Microsoft\VC\v170\BuildCustomizations\CUDA 12.6.props" "C:\Program Files\Microsoft Visual Studio\2022\Professional\MSBuild\Microsoft\VC\v170\BuildCustomizations\CUDA 12.6.targets" "C:\Program Files\Microsoft Visual Studio\2022\Professional\MSBuild\Microsoft\VC\v170\BuildCustomizations\CUDA 12.6.xml" "C:\Program Files\Microsoft Visual Studio\2022\Professional\MSBuild\Microsoft\VC\v170\BuildCustomizations\Nvda.Build.CudaTasks.v12.6.dll"

先安装CMAKE 、 Visual Studio、CUDA

----------------PowerShell ： $env:CUDA_TOOLKIT_ROOT_DIR="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.6" $env:CMAKE_GENERATOR_PLATFORM="x64" $env:FORCE_CMAKE="1" $env:CMAKE_ARGS="-DGGML_CUDA=ON -DCMAKE_CUDA_ARCHITECTURES=89" pip install llama-cpp-python --no-cache-dir --force-reinstall --upgrade

Feb 27 '25 13:02 dw5189